Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 2275152 |
| Missing cells | 801136 |
| Missing cells (%) | 1.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 638.7 MiB |
| Average record size in memory | 294.4 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 3 |
canal is highly overall correlated with segmento | High correlation |
densidad_hab is highly overall correlated with superficie_km2 | High correlation |
dolar is highly overall correlated with id_periodo and 2 other fields | High correlation |
id_barrio is highly overall correlated with id_comuna | High correlation |
id_comuna is highly overall correlated with id_barrio | High correlation |
id_periodo is highly overall correlated with dolar and 2 other fields | High correlation |
segmento is highly overall correlated with canal | High correlation |
superficie_km2 is highly overall correlated with densidad_hab | High correlation |
tpm is highly overall correlated with dolar and 2 other fields | High correlation |
uf is highly overall correlated with dolar and 2 other fields | High correlation |
descr_flag_patente is highly imbalanced (79.6%) | Imbalance |
indice_gse has 163039 (7.2%) missing values | Missing |
n_habitantes has 163039 (7.2%) missing values | Missing |
n_ptos_interes has 49565 (2.2%) missing values | Missing |
superficie_km2 has 49565 (2.2%) missing values | Missing |
densidad_hab has 163039 (7.2%) missing values | Missing |
uf has 28586 (1.3%) missing values | Missing |
dolar has 28586 (1.3%) missing values | Missing |
ipc has 28586 (1.3%) missing values | Missing |
imacec has 28586 (1.3%) missing values | Missing |
tpm has 28586 (1.3%) missing values | Missing |
tasa_desempleo has 55104 (2.4%) missing values | Missing |
liq_um is highly skewed (γ1 = 32.19111235) | Skewed |
ipc has 158878 (7.0%) zeros | Zeros |
imacec has 81596 (3.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-18 19:14:44.770101 |
|---|---|
| Analysis finished | 2025-10-18 19:16:50.097775 |
| Duration | 2 minutes and 5.33 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
id_cliente
Real number (ℝ)
| Distinct | 97065 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 374084.11 |
| Minimum | 13 |
|---|---|
| Maximum | 727517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 58490 |
| Q1 | 188280 |
| median | 375574 |
| Q3 | 560020 |
| 95-th percentile | 692591 |
| Maximum | 727517 |
| Range | 727504 |
| Interquartile range (IQR) | 371740 |
Descriptive statistics
| Standard deviation | 206905.61 |
|---|---|
| Coefficient of variation (CV) | 0.55309918 |
| Kurtosis | -1.2225043 |
| Mean | 374084.11 |
| Median Absolute Deviation (MAD) | 185129 |
| Skewness | -0.082576884 |
| Sum | 8.510982 × 1011 |
| Variance | 4.2809933 × 1010 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 403085 | 84 | < 0.1% |
| 403063 | 84 | < 0.1% |
| 403028 | 84 | < 0.1% |
| 402981 | 84 | < 0.1% |
| 403183 | 84 | < 0.1% |
| 541 | 84 | < 0.1% |
| 224 | 84 | < 0.1% |
| 222 | 84 | < 0.1% |
| 476 | 84 | < 0.1% |
| 403180 | 84 | < 0.1% |
| Other values (97055) | 2274312 |
| Value | Count | Frequency (%) |
| 13 | 9 | < 0.1% |
| 33 | 44 | |
| 51 | 56 | |
| 56 | 45 | |
| 62 | 30 | |
| 64 | 2 | < 0.1% |
| 86 | 23 | |
| 122 | 38 | |
| 148 | 16 | < 0.1% |
| 149 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 727517 | 1 | < 0.1% |
| 727516 | 1 | < 0.1% |
| 727515 | 1 | < 0.1% |
| 727513 | 10 | < 0.1% |
| 727512 | 16 | < 0.1% |
| 727510 | 1 | < 0.1% |
| 727507 | 53 | |
| 727505 | 52 | |
| 727494 | 9 | < 0.1% |
| 727493 | 7 | < 0.1% |
id_periodo
Real number (ℝ)
High correlation
| Distinct | 84 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202173.4 |
| Minimum | 201809 |
|---|---|
| Maximum | 202508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 201809 |
|---|---|
| 5-th percentile | 201812 |
| Q1 | 202005 |
| median | 202203 |
| Q3 | 202311 |
| 95-th percentile | 202504 |
| Maximum | 202508 |
| Range | 699 |
| Interquartile range (IQR) | 306 |
Descriptive statistics
| Standard deviation | 205.34677 |
|---|---|
| Coefficient of variation (CV) | 0.0010156963 |
| Kurtosis | -1.1244206 |
| Mean | 202173.4 |
| Median Absolute Deviation (MAD) | 196 |
| Skewness | -0.037009034 |
| Sum | 4.5997521 × 1011 |
| Variance | 42167.294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202112 | 34579 | 1.5% |
| 202110 | 32428 | 1.4% |
| 202201 | 32254 | 1.4% |
| 202109 | 32087 | 1.4% |
| 202111 | 31122 | 1.4% |
| 202108 | 30896 | 1.4% |
| 201812 | 29591 | 1.3% |
| 201912 | 29455 | 1.3% |
| 202001 | 29442 | 1.3% |
| 202106 | 29379 | 1.3% |
| Other values (74) | 1963919 |
| Value | Count | Frequency (%) |
| 201809 | 28586 | |
| 201810 | 28454 | |
| 201811 | 28839 | |
| 201812 | 29591 | |
| 201901 | 29299 | |
| 201902 | 29068 | |
| 201903 | 28747 | |
| 201904 | 28256 | |
| 201905 | 28066 | |
| 201906 | 27530 |
| Value | Count | Frequency (%) |
| 202508 | 26410 | |
| 202507 | 26324 | |
| 202506 | 25814 | |
| 202505 | 26316 | |
| 202504 | 26518 | |
| 202503 | 27056 | |
| 202502 | 27222 | |
| 202501 | 27807 | |
| 202412 | 27950 | |
| 202411 | 27400 |
liq_um
Real number (ℝ)
Skewed
| Distinct | 303920 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.589309 |
| Minimum | -68.59356 |
|---|---|
| Maximum | 8667.4965 |
| Zeros | 18110 |
| Zeros (%) | 0.8% |
| Negative | 811 |
| Negative (%) | < 0.1% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | -68.59356 |
|---|---|
| 5-th percentile | 0.11088 |
| Q1 | 0.93912 |
| median | 3.63552 |
| Q3 | 10.08588 |
| 95-th percentile | 35.73864 |
| Maximum | 8667.4965 |
| Range | 8736.09 |
| Interquartile range (IQR) | 9.14676 |
Descriptive statistics
| Standard deviation | 55.647904 |
|---|---|
| Coefficient of variation (CV) | 4.8016587 |
| Kurtosis | 1991.2608 |
| Mean | 11.589309 |
| Median Absolute Deviation (MAD) | 3.21552 |
| Skewness | 32.191112 |
| Sum | 26367438 |
| Variance | 3096.6892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0588 | 22980 | 1.0% |
| 0.05544 | 22261 | 1.0% |
| 0 | 18110 | 0.8% |
| 0.11088 | 13715 | 0.6% |
| 0.42 | 12774 | 0.6% |
| 0.05964 | 12008 | 0.5% |
| 0.168 | 10246 | 0.5% |
| 0.1176 | 9242 | 0.4% |
| 0.21 | 9142 | 0.4% |
| 0.084 | 8884 | 0.4% |
| Other values (303910) | 2135790 |
| Value | Count | Frequency (%) |
| -68.59356 | 1 | |
| -52.76292 | 1 | |
| -49.41048 | 1 | |
| -47.22571 | 1 | |
| -44.90136 | 1 | |
| -44.73 | 1 | |
| -41.0592 | 1 | |
| -38.34852 | 1 | |
| -36.33 | 1 | |
| -34.03344 | 1 |
| Value | Count | Frequency (%) |
| 8667.49646 | 1 | |
| 8156.20596 | 1 | |
| 7356.05612 | 1 | |
| 7270.73088 | 1 | |
| 7113.10208 | 1 | |
| 6430.84372 | 1 | |
| 6206.29184 | 1 | |
| 5456.7744 | 1 | |
| 5078.5392 | 1 | |
| 4295.25964 | 1 |
id_barrio
Real number (ℝ)
High correlation
| Distinct | 1981 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 14855 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 897229.75 |
| Minimum | 110110 |
|---|---|
| Maximum | 1510511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 110110 |
|---|---|
| 5-th percentile | 230113 |
| Q1 | 610813 |
| median | 840311 |
| Q3 | 1310912 |
| 95-th percentile | 1360111 |
| Maximum | 1510511 |
| Range | 1400401 |
| Interquartile range (IQR) | 700099 |
Descriptive statistics
| Standard deviation | 361334.33 |
|---|---|
| Coefficient of variation (CV) | 0.40272219 |
| Kurtosis | -1.0146903 |
| Mean | 897229.75 |
| Median Absolute Deviation (MAD) | 310199 |
| Skewness | -0.16255455 |
| Sum | 2.0280057 × 1012 |
| Variance | 1.305625 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1310124 | 13817 | 0.6% |
| 1020110 | 9440 | 0.4% |
| 620110 | 9025 | 0.4% |
| 510310 | 8480 | 0.4% |
| 810213 | 7420 | 0.3% |
| 840124 | 7420 | 0.3% |
| 1010915 | 7245 | 0.3% |
| 1312419 | 7159 | 0.3% |
| 210114 | 7053 | 0.3% |
| 1010121 | 6906 | 0.3% |
| Other values (1971) | 2176332 | |
| (Missing) | 14855 | 0.7% |
| Value | Count | Frequency (%) |
| 110110 | 5194 | |
| 110111 | 1776 | 0.1% |
| 110112 | 2445 | |
| 110113 | 2867 | |
| 110114 | 2605 | |
| 110115 | 1464 | 0.1% |
| 110116 | 2241 | |
| 110117 | 2840 | |
| 110118 | 3313 | |
| 110119 | 406 | < 0.1% |
| Value | Count | Frequency (%) |
| 1510511 | 1386 | |
| 1510128 | 5 | < 0.1% |
| 1510126 | 1084 | < 0.1% |
| 1510125 | 655 | < 0.1% |
| 1510124 | 3458 | |
| 1510123 | 1635 | |
| 1510122 | 2572 | |
| 1510121 | 772 | < 0.1% |
| 1510120 | 1576 | |
| 1510119 | 869 | < 0.1% |
id_comuna
Real number (ℝ)
High correlation
| Distinct | 326 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8976.8386 |
| Minimum | 1101 |
|---|---|
| Maximum | 15105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 1101 |
|---|---|
| 5-th percentile | 2301 |
| Q1 | 6108 |
| median | 8403 |
| Q3 | 13109 |
| 95-th percentile | 13601 |
| Maximum | 15105 |
| Range | 14004 |
| Interquartile range (IQR) | 7001 |
Descriptive statistics
| Standard deviation | 3615.3993 |
|---|---|
| Coefficient of variation (CV) | 0.4027475 |
| Kurtosis | -1.0144819 |
| Mean | 8976.8386 |
| Median Absolute Deviation (MAD) | 3102 |
| Skewness | -0.16688969 |
| Sum | 2.0423672 × 1010 |
| Variance | 13071112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13101 | 67698 | 3.0% |
| 5101 | 46191 | 2.0% |
| 5109 | 44024 | 1.9% |
| 8101 | 41815 | 1.8% |
| 2101 | 40435 | 1.8% |
| 8401 | 39283 | 1.7% |
| 9101 | 36402 | 1.6% |
| 10101 | 33006 | 1.5% |
| 13123 | 32759 | 1.4% |
| 7101 | 32278 | 1.4% |
| Other values (316) | 1861261 |
| Value | Count | Frequency (%) |
| 1101 | 28863 | |
| 1107 | 10611 | 0.5% |
| 1401 | 1891 | 0.1% |
| 2101 | 40435 | |
| 2102 | 2340 | 0.1% |
| 2103 | 708 | < 0.1% |
| 2104 | 3179 | 0.1% |
| 2201 | 17523 | |
| 2203 | 3916 | 0.2% |
| 2301 | 6293 | 0.3% |
| Value | Count | Frequency (%) |
| 15105 | 1386 | 0.1% |
| 15101 | 26005 | |
| 14204 | 5453 | 0.2% |
| 14203 | 2197 | 0.1% |
| 14202 | 3367 | 0.1% |
| 14201 | 5588 | 0.2% |
| 14108 | 7059 | 0.3% |
| 14107 | 3304 | 0.1% |
| 14106 | 5978 | 0.3% |
| 14104 | 2504 | 0.1% |
segmento
Categorical
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 110.7 MiB |
| AL | |
|---|---|
| BO | |
| RT | |
| FS | |
| BA | |
| Other values (14) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | MA |
|---|---|
| 2nd row | MA |
| 3rd row | MA |
| 4th row | MA |
| 5th row | MA |
Common Values
| Value | Count | Frequency (%) |
| AL | 814043 | |
| BO | 616232 | |
| RT | 378188 | |
| FS | 223117 | 9.8% |
| BA | 81936 | 3.6% |
| MA | 68991 | 3.0% |
| IE | 60902 | 2.7% |
| AP | 13512 | 0.6% |
| FF | 10803 | 0.5% |
| DI | 6151 | 0.3% |
| Other values (9) | 1277 | 0.1% |
Length
| Value | Count | Frequency (%) |
| al | 814043 | |
| bo | 616232 | |
| rt | 378188 | |
| fs | 223117 | 9.8% |
| ba | 81936 | 3.6% |
| ma | 68991 | 3.0% |
| ie | 60902 | 2.7% |
| ap | 13512 | 0.6% |
| ff | 10803 | 0.5% |
| di | 6151 | 0.3% |
| Other values (9) | 1277 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 978485 | |
| L | 814043 | |
| B | 698169 | |
| O | 616232 | |
| R | 379094 | 8.3% |
| T | 378188 | 8.3% |
| F | 244737 | 5.4% |
| S | 223131 | 4.9% |
| M | 68992 | 1.5% |
| I | 67376 | 1.5% |
| Other values (5) | 81857 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4550304 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 978485 | |
| L | 814043 | |
| B | 698169 | |
| O | 616232 | |
| R | 379094 | 8.3% |
| T | 378188 | 8.3% |
| F | 244737 | 5.4% |
| S | 223131 | 4.9% |
| M | 68992 | 1.5% |
| I | 67376 | 1.5% |
| Other values (5) | 81857 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4550304 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 978485 | |
| L | 814043 | |
| B | 698169 | |
| O | 616232 | |
| R | 379094 | 8.3% |
| T | 378188 | 8.3% |
| F | 244737 | 5.4% |
| S | 223131 | 4.9% |
| M | 68992 | 1.5% |
| I | 67376 | 1.5% |
| Other values (5) | 81857 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4550304 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 978485 | |
| L | 814043 | |
| B | 698169 | |
| O | 616232 | |
| R | 379094 | 8.3% |
| T | 378188 | 8.3% |
| F | 244737 | 5.4% |
| S | 223131 | 4.9% |
| M | 68992 | 1.5% |
| I | 67376 | 1.5% |
| Other values (5) | 81857 | 1.8% |
canal
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 120.3 MiB |
| COMPRA | |
|---|---|
| CONSUMO | |
| MAYORISTA | 68992 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.4319966 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MAYORISTA |
|---|---|
| 2nd row | MAYORISTA |
| 3rd row | MAYORISTA |
| 4th row | MAYORISTA |
| 5th row | MAYORISTA |
Common Values
| Value | Count | Frequency (%) |
| COMPRA | 1430278 | |
| CONSUMO | 775882 | |
| MAYORISTA | 68992 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| compra | 1430278 | |
| consumo | 775882 | |
| mayorista | 68992 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 3051034 | |
| M | 2275152 | |
| C | 2206160 | |
| A | 1568262 | |
| R | 1499270 | |
| P | 1430278 | |
| S | 844874 | 5.8% |
| N | 775882 | 5.3% |
| U | 775882 | 5.3% |
| Y | 68992 | 0.5% |
| Other values (2) | 137984 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14633770 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 3051034 | |
| M | 2275152 | |
| C | 2206160 | |
| A | 1568262 | |
| R | 1499270 | |
| P | 1430278 | |
| S | 844874 | 5.8% |
| N | 775882 | 5.3% |
| U | 775882 | 5.3% |
| Y | 68992 | 0.5% |
| Other values (2) | 137984 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14633770 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 3051034 | |
| M | 2275152 | |
| C | 2206160 | |
| A | 1568262 | |
| R | 1499270 | |
| P | 1430278 | |
| S | 844874 | 5.8% |
| N | 775882 | 5.3% |
| U | 775882 | 5.3% |
| Y | 68992 | 0.5% |
| Other values (2) | 137984 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14633770 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 3051034 | |
| M | 2275152 | |
| C | 2206160 | |
| A | 1568262 | |
| R | 1499270 | |
| P | 1430278 | |
| S | 844874 | 5.8% |
| N | 775882 | 5.3% |
| U | 775882 | 5.3% |
| Y | 68992 | 0.5% |
| Other values (2) | 137984 | 0.9% |
descr_flag_patente
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.1 MiB |
| CON PATENTE | |
|---|---|
| SIN PATENTE | 148113 |
| NaN | 14855 |
| None | 655 |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.945751 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CON PATENTE |
|---|---|
| 2nd row | CON PATENTE |
| 3rd row | CON PATENTE |
| 4th row | CON PATENTE |
| 5th row | CON PATENTE |
Common Values
| Value | Count | Frequency (%) |
| CON PATENTE | 2111529 | |
| SIN PATENTE | 148113 | 6.5% |
| NaN | 14855 | 0.7% |
| None | 655 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| patente | 2259642 | |
| con | 2111529 | |
| sin | 148113 | 3.3% |
| nan | 14855 | 0.3% |
| none | 655 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 4549649 | |
| T | 4519284 | |
| E | 4519284 | |
| A | 2259642 | |
| P | 2259642 | |
| 2259642 | ||
| C | 2111529 | |
| O | 2111529 | |
| S | 148113 | 0.6% |
| I | 148113 | 0.6% |
| Other values (4) | 16820 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24903247 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 4549649 | |
| T | 4519284 | |
| E | 4519284 | |
| A | 2259642 | |
| P | 2259642 | |
| 2259642 | ||
| C | 2111529 | |
| O | 2111529 | |
| S | 148113 | 0.6% |
| I | 148113 | 0.6% |
| Other values (4) | 16820 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24903247 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 4549649 | |
| T | 4519284 | |
| E | 4519284 | |
| A | 2259642 | |
| P | 2259642 | |
| 2259642 | ||
| C | 2111529 | |
| O | 2111529 | |
| S | 148113 | 0.6% |
| I | 148113 | 0.6% |
| Other values (4) | 16820 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24903247 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 4549649 | |
| T | 4519284 | |
| E | 4519284 | |
| A | 2259642 | |
| P | 2259642 | |
| 2259642 | ||
| C | 2111529 | |
| O | 2111529 | |
| S | 148113 | 0.6% |
| I | 148113 | 0.6% |
| Other values (4) | 16820 | 0.1% |
indice_gse
Real number (ℝ)
Missing
| Distinct | 1357 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 163039 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1099656 |
| Minimum | 0 |
|---|---|
| Maximum | 0.61673068 |
| Zeros | 50 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.040179376 |
| Q1 | 0.067208815 |
| median | 0.087894807 |
| Q3 | 0.13044712 |
| 95-th percentile | 0.23206455 |
| Maximum | 0.61673068 |
| Range | 0.61673068 |
| Interquartile range (IQR) | 0.063238303 |
Descriptive statistics
| Standard deviation | 0.075519569 |
|---|---|
| Coefficient of variation (CV) | 0.68675629 |
| Kurtosis | 8.8404871 |
| Mean | 0.1099656 |
| Median Absolute Deviation (MAD) | 0.02636588 |
| Skewness | 2.6311127 |
| Sum | 232259.78 |
| Variance | 0.0057032053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1990852323 | 13817 | 0.6% |
| 0.07329672992 | 9440 | 0.4% |
| 0.08685738999 | 9025 | 0.4% |
| 0.1896850416 | 8480 | 0.4% |
| 0.07785206482 | 7420 | 0.3% |
| 0.08526095211 | 7420 | 0.3% |
| 0.1335891505 | 7245 | 0.3% |
| 0.09541343967 | 7159 | 0.3% |
| 0.1737172517 | 7053 | 0.3% |
| 0.08730638337 | 6906 | 0.3% |
| Other values (1347) | 2028148 | |
| (Missing) | 163039 | 7.2% |
| Value | Count | Frequency (%) |
| 0 | 50 | < 0.1% |
| 0.01633379986 | 1239 | |
| 0.01742628475 | 1464 | |
| 0.01762380952 | 484 | < 0.1% |
| 0.01765070729 | 1168 | |
| 0.01842043896 | 1679 | |
| 0.02240665584 | 2580 | |
| 0.02309187279 | 1259 | |
| 0.02337123746 | 576 | < 0.1% |
| 0.0239652968 | 688 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.6167306786 | 580 | < 0.1% |
| 0.5621148523 | 205 | < 0.1% |
| 0.5404644309 | 2561 | |
| 0.5339663947 | 2429 | |
| 0.5241336952 | 951 | < 0.1% |
| 0.5131611595 | 507 | < 0.1% |
| 0.5081605505 | 1392 | 0.1% |
| 0.4919868472 | 4635 | |
| 0.4726691173 | 3519 | |
| 0.4457646212 | 562 | < 0.1% |
n_habitantes
Real number (ℝ)
Missing
| Distinct | 1312 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 163039 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16027.083 |
| Minimum | 0 |
|---|---|
| Maximum | 99870 |
| Zeros | 50 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1700 |
| Q1 | 6554 |
| median | 12880 |
| Q3 | 20954 |
| 95-th percentile | 44099 |
| Maximum | 99870 |
| Range | 99870 |
| Interquartile range (IQR) | 14400 |
Descriptive statistics
| Standard deviation | 13939.504 |
|---|---|
| Coefficient of variation (CV) | 0.8697468 |
| Kurtosis | 7.4084184 |
| Mean | 16027.083 |
| Median Absolute Deviation (MAD) | 7032 |
| Skewness | 2.1720275 |
| Sum | 3.385101 × 1010 |
| Variance | 1.9430977 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20954 | 13817 | 0.6% |
| 25363 | 9440 | 0.4% |
| 12776 | 9025 | 0.4% |
| 39175 | 8480 | 0.4% |
| 1455 | 7554 | 0.3% |
| 50776 | 7420 | 0.3% |
| 55031 | 7420 | 0.3% |
| 24910 | 7245 | 0.3% |
| 97044 | 7159 | 0.3% |
| 9861 | 7053 | 0.3% |
| Other values (1302) | 2027500 | |
| (Missing) | 163039 | 7.2% |
| Value | Count | Frequency (%) |
| 0 | 50 | < 0.1% |
| 7 | 13 | < 0.1% |
| 12 | 51 | < 0.1% |
| 14 | 146 | < 0.1% |
| 23 | 123 | < 0.1% |
| 31 | 490 | |
| 32 | 828 | |
| 34 | 160 | < 0.1% |
| 46 | 971 | |
| 61 | 88 | < 0.1% |
| Value | Count | Frequency (%) |
| 99870 | 3839 | |
| 97044 | 7159 | |
| 79755 | 1184 | 0.1% |
| 79124 | 4463 | |
| 73958 | 3181 | |
| 72888 | 1412 | 0.1% |
| 61654 | 2795 | 0.1% |
| 60332 | 3519 | |
| 60260 | 1289 | 0.1% |
| 58080 | 6906 |
n_ptos_interes
Real number (ℝ)
Missing
| Distinct | 173 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 49565 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.331289 |
| Minimum | 1 |
|---|---|
| Maximum | 596 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 31 |
| Q3 | 75 |
| 95-th percentile | 220 |
| Maximum | 596 |
| Range | 595 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 85.984155 |
|---|---|
| Coefficient of variation (CV) | 1.4019623 |
| Kurtosis | 13.552632 |
| Mean | 61.331289 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 3.2660878 |
| Sum | 1.3649812 × 108 |
| Variance | 7393.275 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 52224 | 2.3% |
| 9 | 48377 | 2.1% |
| 16 | 48373 | 2.1% |
| 2 | 48080 | 2.1% |
| 1 | 45737 | 2.0% |
| 6 | 45033 | 2.0% |
| 7 | 44830 | 2.0% |
| 12 | 44705 | 2.0% |
| 4 | 44060 | 1.9% |
| 3 | 44016 | 1.9% |
| Other values (163) | 1760152 | |
| (Missing) | 49565 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 45737 | |
| 2 | 48080 | |
| 3 | 44016 | |
| 4 | 44060 | |
| 5 | 52224 | |
| 6 | 45033 | |
| 7 | 44830 | |
| 8 | 42827 | |
| 9 | 48377 | |
| 10 | 30121 |
| Value | Count | Frequency (%) |
| 596 | 13817 | |
| 539 | 3282 | 0.1% |
| 501 | 3519 | 0.2% |
| 461 | 7245 | |
| 446 | 5223 | 0.2% |
| 365 | 5905 | |
| 361 | 3300 | 0.1% |
| 359 | 6652 | |
| 343 | 5041 | 0.2% |
| 290 | 4636 | 0.2% |
superficie_km2
Real number (ℝ)
High correlation Missing
| Distinct | 1808 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 49565 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.221837 |
| Minimum | 0.10992095 |
|---|---|
| Maximum | 17132.919 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 0.10992095 |
|---|---|
| 5-th percentile | 0.73761558 |
| Q1 | 1.6548132 |
| median | 9.1290359 |
| Q3 | 49.179277 |
| 95-th percentile | 277.40182 |
| Maximum | 17132.919 |
| Range | 17132.809 |
| Interquartile range (IQR) | 47.524464 |
Descriptive statistics
| Standard deviation | 379.59622 |
|---|---|
| Coefficient of variation (CV) | 4.2545214 |
| Kurtosis | 264.42596 |
| Mean | 89.221837 |
| Median Absolute Deviation (MAD) | 8.2322934 |
| Skewness | 12.220727 |
| Sum | 1.9857096 × 108 |
| Variance | 144093.29 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.212648825 | 13817 | 0.6% |
| 8.617478003 | 9440 | 0.4% |
| 142.0838396 | 9025 | 0.4% |
| 11.86972651 | 8480 | 0.4% |
| 64.86280707 | 7420 | 0.3% |
| 26.65355894 | 7420 | 0.3% |
| 117.8213195 | 7245 | 0.3% |
| 22.98189622 | 7159 | 0.3% |
| 1.653735601 | 7053 | 0.3% |
| 24.24593612 | 6906 | 0.3% |
| Other values (1798) | 2141622 | |
| (Missing) | 49565 | 2.2% |
| Value | Count | Frequency (%) |
| 0.1099209533 | 2301 | |
| 0.150668958 | 427 | < 0.1% |
| 0.2286851919 | 233 | < 0.1% |
| 0.2662815307 | 786 | < 0.1% |
| 0.2857682808 | 533 | < 0.1% |
| 0.3062273498 | 555 | < 0.1% |
| 0.3184937931 | 3787 | |
| 0.3213928872 | 791 | < 0.1% |
| 0.3249334435 | 12 | < 0.1% |
| 0.3252875531 | 2956 |
| Value | Count | Frequency (%) |
| 17132.91893 | 61 | < 0.1% |
| 10403.7113 | 408 | < 0.1% |
| 9104.650689 | 2 | < 0.1% |
| 8827.694491 | 4 | < 0.1% |
| 6473.267074 | 34 | < 0.1% |
| 5013.033193 | 112 | < 0.1% |
| 4804.267014 | 48 | < 0.1% |
| 4753.380743 | 3 | < 0.1% |
| 4475.328644 | 879 | |
| 4371.358449 | 1247 |
densidad_hab
Real number (ℝ)
High correlation Missing
| Distinct | 1357 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 163039 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4762.4958 |
| Minimum | 0 |
|---|---|
| Maximum | 45213.161 |
| Zeros | 50 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14.214627 |
| Q1 | 239.89805 |
| median | 2487.9619 |
| Q3 | 7698.696 |
| 95-th percentile | 15231.449 |
| Maximum | 45213.161 |
| Range | 45213.161 |
| Interquartile range (IQR) | 7458.798 |
Descriptive statistics
| Standard deviation | 5929.2346 |
|---|---|
| Coefficient of variation (CV) | 1.2449847 |
| Kurtosis | 8.9066212 |
| Mean | 4762.4958 |
| Median Absolute Deviation (MAD) | 2420.8443 |
| Skewness | 2.2501231 |
| Sum | 1.0058929 × 1010 |
| Variance | 35155823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17279.52856 | 13817 | 0.6% |
| 2943.204496 | 9440 | 0.4% |
| 89.91874119 | 9025 | 0.4% |
| 3300.413026 | 8480 | 0.4% |
| 848.421499 | 7420 | 0.3% |
| 1905.036401 | 7420 | 0.3% |
| 211.4218387 | 7245 | 0.3% |
| 4222.628066 | 7159 | 0.3% |
| 5962.863711 | 7053 | 0.3% |
| 2395.452983 | 6906 | 0.3% |
| Other values (1347) | 2028148 | |
| (Missing) | 163039 | 7.2% |
| Value | Count | Frequency (%) |
| 0 | 50 | < 0.1% |
| 0.01553075957 | 123 | < 0.1% |
| 0.05665253926 | 51 | < 0.1% |
| 0.05846651031 | 5 | < 0.1% |
| 0.08198804269 | 13 | < 0.1% |
| 0.1840793419 | 146 | < 0.1% |
| 0.1891772095 | 84 | < 0.1% |
| 0.3240110898 | 288 | < 0.1% |
| 0.398341675 | 1287 | |
| 0.5429295912 | 949 |
| Value | Count | Frequency (%) |
| 45213.16077 | 3439 | |
| 43586.47453 | 3134 | |
| 42636.91265 | 2673 | |
| 37937.9024 | 2791 | |
| 29464.32813 | 3399 | |
| 25148.02693 | 1795 | |
| 22474.67934 | 1110 | < 0.1% |
| 22011.04649 | 772 | < 0.1% |
| 21551.83795 | 1095 | < 0.1% |
| 21421.87834 | 1656 |
uf
Real number (ℝ)
High correlation Missing
| Distinct | 83 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 28586 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32723.977 |
| Minimum | 27432.1 |
|---|---|
| Maximum | 39383.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 27432.1 |
|---|---|
| 5-th percentile | 27556.9 |
| Q1 | 28690.73 |
| median | 31727.74 |
| Q3 | 36733.04 |
| 95-th percentile | 39075.41 |
| Maximum | 39383.07 |
| Range | 11950.97 |
| Interquartile range (IQR) | 8042.31 |
Descriptive statistics
| Standard deviation | 4114.7451 |
|---|---|
| Coefficient of variation (CV) | 0.12574099 |
| Kurtosis | -1.5632775 |
| Mean | 32723.977 |
| Median Absolute Deviation (MAD) | 3774.32 |
| Skewness | 0.1722175 |
| Sum | 7.3516574 × 1010 |
| Variance | 16931127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30991.74 | 34579 | 1.5% |
| 30380.53 | 32428 | 1.4% |
| 31212.65 | 32254 | 1.4% |
| 30088.37 | 32087 | 1.4% |
| 30762.8 | 31122 | 1.4% |
| 29935.08 | 30896 | 1.4% |
| 27565.79 | 29591 | 1.3% |
| 28309.94 | 29455 | 1.3% |
| 28338.25 | 29442 | 1.3% |
| 29709.83 | 29379 | 1.3% |
| Other values (73) | 1935333 |
| Value | Count | Frequency (%) |
| 27432.1 | 28454 | |
| 27532.8 | 28839 | |
| 27546.22 | 29299 | |
| 27556.9 | 29068 | |
| 27565.76 | 28747 | |
| 27565.79 | 29591 | |
| 27662.17 | 28256 | |
| 27762.55 | 28066 | |
| 27903.3 | 27530 | |
| 27953.42 | 27841 |
| Value | Count | Frequency (%) |
| 39383.07 | 26410 | |
| 39267.07 | 25814 | |
| 39189.45 | 26316 | |
| 39179.01 | 26324 | |
| 39075.41 | 26518 | |
| 38894.11 | 27056 | |
| 38647.94 | 27222 | |
| 38416.69 | 27950 | |
| 38384.41 | 27807 | |
| 38247.92 | 27400 |
dolar
Real number (ℝ)
High correlation Missing
| Distinct | 83 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 28586 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 829.48442 |
| Minimum | 649.92 |
|---|---|
| Maximum | 992.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 649.92 |
|---|---|
| 5-th percentile | 677.67 |
| Q1 | 744.62 |
| median | 816.36 |
| Q3 | 917.98 |
| 95-th percentile | 978.07 |
| Maximum | 992.12 |
| Range | 342.2 |
| Interquartile range (IQR) | 173.36 |
Descriptive statistics
| Standard deviation | 96.598905 |
|---|---|
| Coefficient of variation (CV) | 0.11645656 |
| Kurtosis | -1.1525888 |
| Mean | 829.48442 |
| Median Absolute Deviation (MAD) | 90.02 |
| Skewness | -0.0048642029 |
| Sum | 1.8634915 × 109 |
| Variance | 9331.3484 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 850.25 | 34579 | 1.5% |
| 805.47 | 32428 | 1.4% |
| 810.12 | 32254 | 1.4% |
| 803.59 | 32087 | 1.4% |
| 836.73 | 31122 | 1.4% |
| 779.97 | 30896 | 1.4% |
| 695.69 | 29591 | 1.3% |
| 744.62 | 29455 | 1.3% |
| 797.96 | 29442 | 1.3% |
| 735.28 | 29379 | 1.3% |
| Other values (73) | 1935333 |
| Value | Count | Frequency (%) |
| 649.92 | 29068 | |
| 666.76 | 29299 | |
| 669.43 | 28839 | |
| 677.67 | 28256 | |
| 679.86 | 27530 | |
| 681.09 | 28747 | |
| 693.31 | 28454 | |
| 695.69 | 29591 | |
| 699.98 | 27841 | |
| 705.09 | 23649 |
| Value | Count | Frequency (%) |
| 992.12 | 27950 | |
| 988.1 | 27807 | |
| 982.38 | 27420 | |
| 980.19 | 27665 | |
| 978.07 | 26324 | |
| 977.32 | 27400 | |
| 967.48 | 26410 | |
| 966 | 27843 | |
| 956.58 | 26584 | |
| 951.21 | 27222 |
ipc
Real number (ℝ)
Missing Zeros
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 28586 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.45368238 |
| Minimum | -0.5 |
|---|---|
| Maximum | 1.9 |
| Zeros | 158878 |
| Zeros (%) | 7.0% |
| Negative | 252560 |
| Negative (%) | 11.1% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | -0.5 |
|---|---|
| 5-th percentile | -0.1 |
| Q1 | 0.1 |
| median | 0.4 |
| Q3 | 0.7 |
| 95-th percentile | 1.3 |
| Maximum | 1.9 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.456836 |
|---|---|
| Coefficient of variation (CV) | 1.0069512 |
| Kurtosis | 0.16736304 |
| Mean | 0.45368238 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.59990615 |
| Sum | 1019227.4 |
| Variance | 0.20869913 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 246109 | |
| 0.3 | 243842 | |
| 0.1 | 235804 | |
| 0.2 | 161376 | 7.1% |
| 0 | 158878 | 7.0% |
| 0.7 | 156100 | 6.9% |
| -0.1 | 144000 | 6.3% |
| 0.5 | 141528 | 6.2% |
| 0.8 | 119581 | 5.3% |
| 1.2 | 118784 | 5.2% |
| Other values (10) | 520564 |
| Value | Count | Frequency (%) |
| -0.5 | 28144 | 1.2% |
| -0.4 | 25814 | 1.1% |
| -0.2 | 54602 | 2.4% |
| -0.1 | 144000 | |
| 0 | 158878 | |
| 0.1 | 235804 | |
| 0.2 | 161376 | |
| 0.3 | 243842 | |
| 0.4 | 246109 | |
| 0.5 | 141528 |
| Value | Count | Frequency (%) |
| 1.9 | 27693 | 1.2% |
| 1.4 | 54071 | 2.4% |
| 1.3 | 32428 | 1.4% |
| 1.2 | 118784 | |
| 1.1 | 55818 | 2.5% |
| 1 | 54837 | 2.4% |
| 0.9 | 80835 | |
| 0.8 | 119581 | |
| 0.7 | 156100 | |
| 0.6 | 106322 |
imacec
Real number (ℝ)
Missing Zeros
| Distinct | 63 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 28586 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.627763 |
| Minimum | -15.3 |
|---|---|
| Maximum | 20.1 |
| Zeros | 81596 |
| Zeros (%) | 3.6% |
| Negative | 627580 |
| Negative (%) | 27.6% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | -15.3 |
|---|---|
| 5-th percentile | -5.3 |
| Q1 | -0.4 |
| median | 1.9 |
| Q3 | 3.8 |
| 95-th percentile | 18.1 |
| Maximum | 20.1 |
| Range | 35.4 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 6.3186971 |
|---|---|
| Coefficient of variation (CV) | 2.4045917 |
| Kurtosis | 1.7199985 |
| Mean | 2.627763 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 0.58892429 |
| Sum | 5903443 |
| Variance | 39.925933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 83592 | 3.7% |
| 2.5 | 82357 | 3.6% |
| 0 | 81596 | 3.6% |
| 2.3 | 81575 | 3.6% |
| 1.1 | 55888 | 2.5% |
| 2.1 | 55656 | 2.4% |
| 4.2 | 55038 | 2.4% |
| 3.7 | 54806 | 2.4% |
| 3.1 | 54653 | 2.4% |
| 3.2 | 54157 | 2.4% |
| Other values (53) | 1587248 |
| Value | Count | Frequency (%) |
| -15.3 | 18472 | |
| -14.1 | 18618 | |
| -12.4 | 17852 | |
| -11.3 | 19728 | |
| -10.7 | 18213 | |
| -5.3 | 21149 | |
| -3.5 | 27527 | |
| -3.4 | 28211 | |
| -3.3 | 28505 | |
| -3.1 | 25002 |
| Value | Count | Frequency (%) |
| 20.1 | 29379 | |
| 19.1 | 30896 | |
| 18.1 | 54083 | |
| 15.6 | 32087 | |
| 15 | 32428 | |
| 14.3 | 31122 | |
| 14.1 | 23649 | |
| 10.1 | 34579 | |
| 9 | 32254 | |
| 7.2 | 27693 |
tpm
Real number (ℝ)
High correlation Missing
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 28586 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9792035 |
| Minimum | 0.5 |
|---|---|
| Maximum | 11.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.75 |
| median | 5 |
| Q3 | 8.25 |
| 95-th percentile | 11.25 |
| Maximum | 11.25 |
| Range | 10.75 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 3.6063281 |
|---|---|
| Coefficient of variation (CV) | 0.72427812 |
| Kurtosis | -1.0915321 |
| Mean | 4.9792035 |
| Median Absolute Deviation (MAD) | 3.25 |
| Skewness | 0.42498268 |
| Sum | 11186109 |
| Variance | 13.005602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 339518 | |
| 11.25 | 249324 | 11.0% |
| 5 | 188683 | 8.3% |
| 2.75 | 150434 | 6.6% |
| 1.75 | 144914 | 6.4% |
| 3 | 143436 | 6.3% |
| 5.5 | 87042 | 3.8% |
| 2.5 | 83509 | 3.7% |
| 8.25 | 83332 | 3.7% |
| 9 | 81134 | 3.6% |
| Other values (16) | 695240 |
| Value | Count | Frequency (%) |
| 0.5 | 339518 | |
| 0.75 | 59462 | 2.6% |
| 1 | 27527 | 1.2% |
| 1.5 | 32087 | 1.4% |
| 1.75 | 144914 | |
| 2 | 28413 | 1.2% |
| 2.5 | 83509 | 3.7% |
| 2.75 | 150434 | |
| 3 | 143436 | |
| 4 | 34579 | 1.5% |
| Value | Count | Frequency (%) |
| 11.25 | 249324 | |
| 10.75 | 27843 | 1.2% |
| 10.25 | 54014 | 2.4% |
| 9.75 | 54044 | 2.4% |
| 9.5 | 27281 | 1.2% |
| 9 | 81134 | 3.6% |
| 8.25 | 83332 | 3.7% |
| 7.25 | 55085 | 2.4% |
| 7 | 55007 | 2.4% |
| 6.5 | 27058 | 1.2% |
tasa_desempleo
Real number (ℝ)
Missing
| Distinct | 70 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 55104 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4171702 |
| Minimum | 6.7 |
|---|---|
| Maximum | 13.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.4 MiB |
Quantile statistics
| Minimum | 6.7 |
|---|---|
| 5-th percentile | 6.8 |
| Q1 | 7.53 |
| median | 8.35 |
| Q3 | 8.81 |
| 95-th percentile | 11.21 |
| Maximum | 13.09 |
| Range | 6.39 |
| Interquartile range (IQR) | 1.28 |
Descriptive statistics
| Standard deviation | 1.2934765 |
|---|---|
| Coefficient of variation (CV) | 0.15367118 |
| Kurtosis | 2.4602676 |
| Mean | 8.4171702 |
| Median Absolute Deviation (MAD) | 0.55 |
| Skewness | 1.3982367 |
| Sum | 18686522 |
| Variance | 1.6730815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.19 | 62717 | 2.8% |
| 8.08 | 60378 | 2.7% |
| 6.7 | 58659 | 2.6% |
| 6.8 | 58138 | 2.6% |
| 8.04 | 56068 | 2.5% |
| 7.1 | 55984 | 2.5% |
| 7.81 | 55969 | 2.5% |
| 7.8 | 54849 | 2.4% |
| 8.52 | 54099 | 2.4% |
| 8.68 | 54004 | 2.4% |
| Other values (60) | 1649183 | |
| (Missing) | 55104 | 2.4% |
| Value | Count | Frequency (%) |
| 6.7 | 58659 | |
| 6.8 | 58138 | |
| 6.85 | 28747 | |
| 6.86 | 28256 | |
| 6.88 | 28505 | |
| 6.98 | 29455 | |
| 7.01 | 28211 | |
| 7.05 | 28413 | |
| 7.09 | 28066 | |
| 7.1 | 55984 |
| Value | Count | Frequency (%) |
| 13.09 | 18213 | |
| 12.93 | 19728 | |
| 12.35 | 21149 | |
| 12.25 | 17852 | |
| 11.58 | 21946 | |
| 11.21 | 18472 | |
| 10.76 | 24002 | |
| 10.35 | 25098 | |
| 10.3 | 25163 | |
| 10.29 | 25730 |
Interactions
Correlations
| canal | densidad_hab | descr_flag_patente | dolar | id_barrio | id_cliente | id_comuna | id_periodo | imacec | indice_gse | ipc | liq_um | n_habitantes | n_ptos_interes | segmento | superficie_km2 | tasa_desempleo | tpm | uf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| canal | 1.000 | 0.048 | 0.131 | 0.048 | 0.073 | 0.059 | 0.071 | 0.067 | 0.079 | 0.220 | 0.030 | 0.120 | 0.100 | 0.217 | 1.000 | 0.027 | 0.090 | 0.067 | 0.083 |
| densidad_hab | 0.048 | 1.000 | 0.029 | -0.017 | 0.261 | -0.069 | 0.261 | -0.016 | 0.026 | 0.459 | 0.009 | 0.086 | 0.419 | 0.159 | 0.118 | -0.894 | -0.009 | -0.016 | -0.016 |
| descr_flag_patente | 0.131 | 0.029 | 1.000 | 0.059 | 0.075 | 0.062 | 0.074 | 0.094 | 0.099 | 0.086 | 0.042 | 0.003 | 0.055 | 0.042 | 0.369 | 0.009 | 0.065 | 0.068 | 0.095 |
| dolar | 0.048 | -0.017 | 0.059 | 1.000 | -0.008 | 0.001 | -0.008 | 0.873 | -0.062 | -0.001 | 0.191 | -0.015 | -0.002 | 0.004 | 0.046 | 0.019 | 0.245 | 0.533 | 0.874 |
| id_barrio | 0.073 | 0.261 | 0.075 | -0.008 | 1.000 | -0.113 | 0.996 | -0.006 | 0.025 | 0.084 | 0.012 | 0.054 | 0.112 | 0.134 | 0.168 | -0.179 | 0.005 | -0.018 | -0.007 |
| id_cliente | 0.059 | -0.069 | 0.062 | 0.001 | -0.113 | 1.000 | -0.111 | -0.005 | -0.016 | -0.055 | -0.015 | 0.002 | -0.024 | -0.034 | 0.073 | 0.052 | -0.010 | -0.001 | -0.004 |
| id_comuna | 0.071 | 0.261 | 0.074 | -0.008 | 0.996 | -0.111 | 1.000 | -0.005 | 0.025 | 0.083 | 0.013 | 0.053 | 0.110 | 0.133 | 0.167 | -0.179 | 0.006 | -0.017 | -0.006 |
| id_periodo | 0.067 | -0.016 | 0.094 | 0.873 | -0.006 | -0.005 | -0.005 | 1.000 | -0.005 | 0.004 | 0.122 | -0.020 | 0.002 | 0.007 | 0.097 | 0.020 | 0.424 | 0.599 | 1.000 |
| imacec | 0.079 | 0.026 | 0.099 | -0.062 | 0.025 | -0.016 | 0.025 | -0.005 | 1.000 | 0.038 | 0.255 | -0.050 | 0.018 | 0.025 | 0.098 | -0.020 | -0.230 | -0.151 | -0.005 |
| indice_gse | 0.220 | 0.459 | 0.086 | -0.001 | 0.084 | -0.055 | 0.083 | 0.004 | 0.038 | 1.000 | 0.018 | -0.067 | 0.278 | 0.473 | 0.144 | -0.430 | -0.020 | 0.006 | 0.004 |
| ipc | 0.030 | 0.009 | 0.042 | 0.191 | 0.012 | -0.015 | 0.013 | 0.122 | 0.255 | 0.018 | 1.000 | -0.001 | 0.009 | 0.013 | 0.045 | -0.004 | -0.072 | 0.220 | 0.114 |
| liq_um | 0.120 | 0.086 | 0.003 | -0.015 | 0.054 | 0.002 | 0.053 | -0.020 | -0.050 | -0.067 | -0.001 | 1.000 | 0.127 | -0.089 | 0.057 | -0.041 | 0.039 | -0.030 | -0.023 |
| n_habitantes | 0.100 | 0.419 | 0.055 | -0.002 | 0.112 | -0.024 | 0.110 | 0.002 | 0.018 | 0.278 | 0.009 | 0.127 | 1.000 | 0.237 | 0.101 | -0.045 | 0.021 | -0.017 | 0.001 |
| n_ptos_interes | 0.217 | 0.159 | 0.042 | 0.004 | 0.134 | -0.034 | 0.133 | 0.007 | 0.025 | 0.473 | 0.013 | -0.089 | 0.237 | 1.000 | 0.116 | -0.170 | -0.027 | 0.018 | 0.007 |
| segmento | 1.000 | 0.118 | 0.369 | 0.046 | 0.168 | 0.073 | 0.167 | 0.097 | 0.098 | 0.144 | 0.045 | 0.057 | 0.101 | 0.116 | 1.000 | 0.023 | 0.062 | 0.058 | 0.091 |
| superficie_km2 | 0.027 | -0.894 | 0.009 | 0.019 | -0.179 | 0.052 | -0.179 | 0.020 | -0.020 | -0.430 | -0.004 | -0.041 | -0.045 | -0.170 | 0.023 | 1.000 | 0.024 | 0.008 | 0.020 |
| tasa_desempleo | 0.090 | -0.009 | 0.065 | 0.245 | 0.005 | -0.010 | 0.006 | 0.424 | -0.230 | -0.020 | -0.072 | 0.039 | 0.021 | -0.027 | 0.062 | 0.024 | 1.000 | -0.132 | 0.423 |
| tpm | 0.067 | -0.016 | 0.068 | 0.533 | -0.018 | -0.001 | -0.017 | 0.599 | -0.151 | 0.006 | 0.220 | -0.030 | -0.017 | 0.018 | 0.058 | 0.008 | -0.132 | 1.000 | 0.599 |
| uf | 0.083 | -0.016 | 0.095 | 0.874 | -0.007 | -0.004 | -0.006 | 1.000 | -0.005 | 0.004 | 0.114 | -0.023 | 0.001 | 0.007 | 0.091 | 0.020 | 0.423 | 0.599 | 1.000 |
Missing values
Sample
| id_cliente | id_periodo | liq_um | id_barrio | id_comuna | segmento | canal | descr_flag_patente | indice_gse | n_habitantes | n_ptos_interes | superficie_km2 | densidad_hab | uf | dolar | ipc | imacec | tpm | tasa_desempleo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 13 | 202101 | 18.98400 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 29123.74 | 741.40 | 0.7 | -3.1 | 0.50 | 10.23 |
| 1 | 13 | 202102 | 9.89520 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 29287.38 | 708.04 | 0.2 | -2.2 | 0.50 | 10.30 |
| 2 | 13 | 202103 | 8.95776 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 29394.77 | 732.11 | 0.4 | 6.4 | 0.50 | 10.35 |
| 3 | 13 | 202104 | 21.31920 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 29494.13 | 705.09 | 0.4 | 14.1 | 0.50 | 10.24 |
| 4 | 13 | 202105 | 7.89600 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 29613.26 | 724.92 | 0.3 | 18.1 | 0.50 | 10.04 |
| 5 | 13 | 202106 | 7.93800 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 29709.83 | 735.28 | 0.1 | 20.1 | 0.50 | 9.50 |
| 6 | 13 | 202205 | 4.43520 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 32679.54 | 826.26 | 1.2 | 6.4 | 8.25 | 7.80 |
| 7 | 13 | 202206 | 0.00000 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 33086.83 | 919.97 | 0.9 | 3.7 | 9.00 | 7.81 |
| 8 | 13 | 202208 | 0.11088 | 230114.0 | 2301.0 | MA | MAYORISTA | CON PATENTE | 0.088800 | 3547.0 | 3.0 | 0.789193 | 4494.464141 | 33836.51 | 882.11 | 1.2 | 0.0 | 9.75 | 7.93 |
| 9 | 33 | 202103 | 1.23648 | 710120.0 | 7101.0 | BA | CONSUMO | CON PATENTE | 0.081698 | 15800.0 | 7.0 | 2.422458 | 6522.300599 | 29394.77 | 732.11 | 0.4 | 6.4 | 0.50 | 10.35 |
| id_cliente | id_periodo | liq_um | id_barrio | id_comuna | segmento | canal | descr_flag_patente | indice_gse | n_habitantes | n_ptos_interes | superficie_km2 | densidad_hab | uf | dolar | ipc | imacec | tpm | tasa_desempleo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2275142 | 727513 | 202003 | 11.37192 | 1310133.0 | 13101.0 | BO | COMPRA | CON PATENTE | 0.165634 | 15080.0 | 35.0 | 0.670977 | 22474.679344 | 28597.46 | 846.30 | 0.3 | -3.5 | 1.00 | 8.23 |
| 2275143 | 727513 | 202004 | 10.67052 | 1310133.0 | 13101.0 | BO | COMPRA | CON PATENTE | 0.165634 | 15080.0 | 35.0 | 0.670977 | 22474.679344 | 28690.73 | 836.62 | 0.0 | -14.1 | 0.50 | 9.00 |
| 2275144 | 727513 | 202005 | 12.68400 | 1310133.0 | 13101.0 | BO | COMPRA | CON PATENTE | 0.165634 | 15080.0 | 35.0 | 0.670977 | 22474.679344 | 28716.52 | 812.74 | -0.1 | -15.3 | 0.50 | 11.21 |
| 2275145 | 727513 | 202006 | 17.94912 | 1310133.0 | 13101.0 | BO | COMPRA | CON PATENTE | 0.165634 | 15080.0 | 35.0 | 0.670977 | 22474.679344 | 28696.42 | 816.36 | -0.1 | -12.4 | 0.50 | 12.25 |
| 2275146 | 727513 | 202007 | 15.22710 | 1310133.0 | 13101.0 | BO | COMPRA | CON PATENTE | 0.165634 | 15080.0 | 35.0 | 0.670977 | 22474.679344 | 28667.44 | 754.45 | 0.1 | -10.7 | 0.50 | 13.09 |
| 2275147 | 727513 | 202008 | 13.79616 | 1310133.0 | 13101.0 | BO | COMPRA | CON PATENTE | 0.165634 | 15080.0 | 35.0 | 0.670977 | 22474.679344 | 28679.45 | 779.92 | 0.1 | -11.3 | 0.50 | 12.93 |
| 2275148 | 727513 | 202009 | 16.77144 | 1310133.0 | 13101.0 | BO | COMPRA | CON PATENTE | 0.165634 | 15080.0 | 35.0 | 0.670977 | 22474.679344 | 28707.85 | 784.46 | 0.6 | -5.3 | 0.50 | 12.35 |
| 2275149 | 727515 | 201912 | 0.05880 | 830410.0 | 8304.0 | AP | CONSUMO | SIN PATENTE | 0.046128 | 11809.0 | 29.0 | 26.167931 | 451.277552 | 28309.94 | 744.62 | 0.1 | 1.1 | 1.75 | 6.98 |
| 2275150 | 727516 | 202410 | 0.00000 | NaN | 13132.0 | IE | CONSUMO | NaN | NaN | NaN | NaN | NaN | NaN | 37971.42 | 950.89 | 1.0 | 2.3 | 5.25 | 8.58 |
| 2275151 | 727517 | 202312 | 0.00000 | 1350313.0 | 13503.0 | AP | CONSUMO | SIN PATENTE | 0.068859 | 1590.0 | 2.0 | 62.102643 | 25.602775 | 36789.36 | 884.59 | -0.5 | -1.0 | 8.25 | 8.48 |